The Effect of Splitting on Random Forests

Por Ishwaran, Hemant
Publicado no Mach Learn (2014)

Random Forests for Genomic Data Analysis

Por Chen, Xi, Ishwaran, Hemant
Publicado em 2012

Pathway hunting by random survival forests

Por Chen, Xi, Ishwaran, Hemant
Publicado em 2013

Random Forest Missing Data Algorithms

Por Tang, Fei, Ishwaran, Hemant
Publicado no Stat Anal Data Min (2017)

A prediction-based alternative to P values in regression models

Por Lu, Min, Ishwaran, Hemant
Publicado no J Thorac Cardiovasc Surg (2017)

Standard errors and confidence intervals for variable importance in random forest regression, classification, and survival()

Por Ishwaran, Hemant, Lu, Min
Publicado no Stat Med (2018)

Dynamic Competing Risk Modeling COVID-19 in a Pandemic Scenario

Por Lu, Min, Ishwaran, Hemant
Publicado no ArXiv (2020)

Consistency of Random Survival Forests

Por Ishwaran, Hemant, Kogalur, Udaya B.
Publicado em 2010

Synthetic learning machines

Por Ishwaran, Hemant, Malley, James D
Publicado no BioData Min (2014)

A Random Forests Quantile Classifier for Class Imbalanced Data

Por O’Brien, Robert, Ishwaran, Hemant
Publicado no Pattern Recognit (2019)

An Integrative Pathway-based Clinical-genomic Model for Cancer Survival Prediction

Por Chen, Xi, Wang, Lily, Ishwaran, Hemant
Publicado em 2010

BAMarray™: Java software for Bayesian analysis of variance for microarray data

Por Ishwaran, Hemant, Rao, J Sunil, Kogalur, Udaya B
Publicado em 2006

Evaluating Random Forests for Survival Analysis using Prediction Error Curves

Por Mogensen, Ulla B, Ishwaran, Hemant, Gerds, Thomas A
Publicado em 2012

Quantitative Electrocardiographic Measures and Long-Term Mortality in Exercise Test Patients With Clinically Normal Resting Electrocardiograms

Por Gorodeski, Eiran Z., Ishwaran, Hemant, Blackstone, Eugene H.
Publicado em 2009

Estimating Individual Treatment Effect in Observational Data Using Random Forest Methods

Por Lu, Min, Sadiq, Saad, Feaster, Daniel J., Ishwaran, Hemant
Publicado no J Comput Graph Stat (2018)

Precision Surgical Therapy for Adenocarcinoma of the Esophagus and Esophagogastric Junction

Por Rice, Thomas W., Lu, Min, Ishwaran, Hemant, Blackstone, Eugene H.
Publicado no J Thorac Oncol (2019)

A novel approach to cancer staging: application to esophageal cancer

Por Ishwaran, Hemant, Blackstone, Eugene H., Apperson-Hansen, Carolyn, Rice, Thomas W.
Publicado em 2009

Ensemble survival tree models to reveal pairwise interactions of variables with time-to-events outcomes in low-dimensional setting

Por Dazard, Jean-Eudes, Ishwaran, Hemant, Mehlotra, Rajeev, Weinberg, Aaron, Zimmerman, Peter
Publicado no Stat Appl Genet Mol Biol (2018)

Identifying Important Risk Factors for Survival in Systolic Heart Failure Patients Using Random Survival Forests

Por Hsich, Eileen, Gorodeski, Eiran Z., Blackstone, Eugene H., Ishwaran, Hemant, Lauer, Michael S.
Publicado em 2010

Enhancing Multimedia Imbalanced Concept Detection Using VIMP in Random Forests

Por Sadiq, Saad, Yan, Yilin, Shyu, Mei-Ling, Chen, Shu-Ching, Ishwaran, Hemant
Publicado no Proc IEEE Int Conf Inf Reuse Integr (2016)